Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 968 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 166.4 KiB |
| Average record size in memory | 176.0 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 15 |
| Categorical | 3 |
Acousticness is highly overall correlated with Energy | High correlation |
Danceability is highly overall correlated with Valence | High correlation |
Energy is highly overall correlated with Acousticness and 1 other fields | High correlation |
Loudness is highly overall correlated with Energy | High correlation |
Track_Length is highly overall correlated with Track_Word_Length | High correlation |
Track_Word_Length is highly overall correlated with Track_Length | High correlation |
Valence is highly overall correlated with Danceability | High correlation |
Time_Signature is highly imbalanced (82.8%) | Imbalance |
Track_Language is highly imbalanced (74.0%) | Imbalance |
Key has 136 (14.0%) zeros | Zeros |
Instrumentalness has 282 (29.1%) zeros | Zeros |
Popularity has 13 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-16 21:31:49.564548 |
|---|---|
| Analysis finished | 2024-09-16 21:32:12.723471 |
| Duration | 23.16 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Track
Text
| Distinct | 953 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
Length
| Max length | 66 |
|---|---|
| Median length | 47 |
| Mean length | 18.166322 |
| Min length | 2 |
Characters and Unicode
| Total characters | 17585 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 938 ? |
|---|---|
| Unique (%) | 96.9% |
Sample
| 1st row | abc |
|---|---|
| 2nd row | let it be |
| 3rd row | i want you back |
| 4th row | cecilia |
| 5th row | spirit in the sky |
| Value | Count | Frequency (%) |
| the | 157 | 4.4% |
| you | 126 | 3.5% |
| love | 114 | 3.2% |
| to | 79 | 2.2% |
| me | 75 | 2.1% |
| i | 70 | 2.0% |
| in | 63 | 1.8% |
| a | 52 | 1.5% |
| my | 48 | 1.4% |
| of | 44 | 1.2% |
| Other values (1118) | 2726 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2586 | ||
| e | 1755 | 10.0% |
| o | 1424 | 8.1% |
| t | 1119 | 6.4% |
| n | 1076 | 6.1% |
| a | 1041 | 5.9% |
| i | 998 | 5.7% |
| l | 784 | 4.5% |
| r | 699 | 4.0% |
| s | 661 | 3.8% |
| Other values (43) | 5442 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17585 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2586 | ||
| e | 1755 | 10.0% |
| o | 1424 | 8.1% |
| t | 1119 | 6.4% |
| n | 1076 | 6.1% |
| a | 1041 | 5.9% |
| i | 998 | 5.7% |
| l | 784 | 4.5% |
| r | 699 | 4.0% |
| s | 661 | 3.8% |
| Other values (43) | 5442 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17585 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2586 | ||
| e | 1755 | 10.0% |
| o | 1424 | 8.1% |
| t | 1119 | 6.4% |
| n | 1076 | 6.1% |
| a | 1041 | 5.9% |
| i | 998 | 5.7% |
| l | 784 | 4.5% |
| r | 699 | 4.0% |
| s | 661 | 3.8% |
| Other values (43) | 5442 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17585 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2586 | ||
| e | 1755 | 10.0% |
| o | 1424 | 8.1% |
| t | 1119 | 6.4% |
| n | 1076 | 6.1% |
| a | 1041 | 5.9% |
| i | 998 | 5.7% |
| l | 784 | 4.5% |
| r | 699 | 4.0% |
| s | 661 | 3.8% |
| Other values (43) | 5442 |
Artist
Text
| Distinct | 525 |
|---|---|
| Distinct (%) | 54.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
Length
| Max length | 51 |
|---|---|
| Median length | 36 |
| Mean length | 13.581612 |
| Min length | 1 |
Characters and Unicode
| Total characters | 13147 |
|---|---|
| Distinct characters | 67 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 346 ? |
|---|---|
| Unique (%) | 35.7% |
Sample
| 1st row | The Jackson 5 |
|---|---|
| 2nd row | The Beatles |
| 3rd row | The Jackson 5 |
| 4th row | Simon & Garfunkel |
| 5th row | Norman Greenbaum |
| Value | Count | Frequency (%) |
| the | 167 | 7.3% |
| 94 | 4.1% | |
| john | 38 | 1.7% |
| band | 33 | 1.5% |
| and | 27 | 1.2% |
| paul | 23 | 1.0% |
| elton | 16 | 0.7% |
| barry | 15 | 0.7% |
| simon | 15 | 0.7% |
| jackson | 14 | 0.6% |
| Other values (783) | 1831 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1305 | 9.9% | |
| e | 1281 | 9.7% |
| a | 914 | 7.0% |
| n | 909 | 6.9% |
| r | 783 | 6.0% |
| o | 774 | 5.9% |
| i | 716 | 5.4% |
| t | 571 | 4.3% |
| l | 550 | 4.2% |
| s | 506 | 3.8% |
| Other values (57) | 4838 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13147 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1305 | 9.9% | |
| e | 1281 | 9.7% |
| a | 914 | 7.0% |
| n | 909 | 6.9% |
| r | 783 | 6.0% |
| o | 774 | 5.9% |
| i | 716 | 5.4% |
| t | 571 | 4.3% |
| l | 550 | 4.2% |
| s | 506 | 3.8% |
| Other values (57) | 4838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13147 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1305 | 9.9% | |
| e | 1281 | 9.7% |
| a | 914 | 7.0% |
| n | 909 | 6.9% |
| r | 783 | 6.0% |
| o | 774 | 5.9% |
| i | 716 | 5.4% |
| t | 571 | 4.3% |
| l | 550 | 4.2% |
| s | 506 | 3.8% |
| Other values (57) | 4838 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13147 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1305 | 9.9% | |
| e | 1281 | 9.7% |
| a | 914 | 7.0% |
| n | 909 | 6.9% |
| r | 783 | 6.0% |
| o | 774 | 5.9% |
| i | 716 | 5.4% |
| t | 571 | 4.3% |
| l | 550 | 4.2% |
| s | 506 | 3.8% |
| Other values (57) | 4838 |
Duration
Real number (ℝ)
| Distinct | 248 |
|---|---|
| Distinct (%) | 25.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 227.09194 |
| Minimum | 76 |
|---|---|
| Maximum | 1008 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 76 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 184 |
| median | 215 |
| Q3 | 251 |
| 95-th percentile | 353.65 |
| Maximum | 1008 |
| Range | 932 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 71.201992 |
|---|---|
| Coefficient of variation (CV) | 0.31353817 |
| Kurtosis | 19.189715 |
| Mean | 227.09194 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 2.8753562 |
| Sum | 219825 |
| Variance | 5069.7237 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 207 | 17 | 1.8% |
| 174 | 13 | 1.3% |
| 233 | 13 | 1.3% |
| 212 | 12 | 1.2% |
| 208 | 12 | 1.2% |
| 213 | 12 | 1.2% |
| 215 | 12 | 1.2% |
| 203 | 11 | 1.1% |
| 227 | 11 | 1.1% |
| 230 | 10 | 1.0% |
| Other values (238) | 845 |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 77 | 1 | |
| 80 | 1 | |
| 87 | 2 | |
| 91 | 1 | |
| 96 | 1 | |
| 99 | 1 | |
| 115 | 1 | |
| 116 | 1 | |
| 118 | 1 |
| Value | Count | Frequency (%) |
| 1008 | 1 | |
| 646 | 1 | |
| 645 | 1 | |
| 582 | 1 | |
| 539 | 1 | |
| 523 | 1 | |
| 516 | 1 | |
| 501 | 1 | |
| 491 | 1 | |
| 483 | 1 |
Time_Signature
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
| 4 | |
|---|---|
| 3 | 50 |
| 1 | 3 |
| 5 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 968 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 913 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 913 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 913 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 968 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 913 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 968 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 913 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 968 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 913 | |
| 3 | 50 | 5.2% |
| 1 | 3 | 0.3% |
| 5 | 2 | 0.2% |
Danceability
Real number (ℝ)
HIGH CORRELATION
| Distinct | 491 |
|---|---|
| Distinct (%) | 50.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58894855 |
| Minimum | 0.0942 |
|---|---|
| Maximum | 0.985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0.0942 |
|---|---|
| 5-th percentile | 0.304 |
| Q1 | 0.48875 |
| median | 0.6005 |
| Q3 | 0.69825 |
| 95-th percentile | 0.82465 |
| Maximum | 0.985 |
| Range | 0.8908 |
| Interquartile range (IQR) | 0.2095 |
Descriptive statistics
| Standard deviation | 0.15745309 |
|---|---|
| Coefficient of variation (CV) | 0.26734608 |
| Kurtosis | -0.26945468 |
| Mean | 0.58894855 |
| Median Absolute Deviation (MAD) | 0.103 |
| Skewness | -0.34193101 |
| Sum | 570.1022 |
| Variance | 0.024791474 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.637 | 9 | 0.9% |
| 0.68 | 7 | 0.7% |
| 0.665 | 7 | 0.7% |
| 0.639 | 6 | 0.6% |
| 0.669 | 6 | 0.6% |
| 0.541 | 6 | 0.6% |
| 0.565 | 6 | 0.6% |
| 0.649 | 6 | 0.6% |
| 0.671 | 6 | 0.6% |
| 0.529 | 5 | 0.5% |
| Other values (481) | 904 |
| Value | Count | Frequency (%) |
| 0.0942 | 1 | |
| 0.149 | 2 | |
| 0.16 | 1 | |
| 0.164 | 1 | |
| 0.185 | 1 | |
| 0.195 | 1 | |
| 0.203 | 1 | |
| 0.205 | 1 | |
| 0.207 | 1 | |
| 0.212 | 1 |
| Value | Count | Frequency (%) |
| 0.985 | 1 | 0.1% |
| 0.965 | 1 | 0.1% |
| 0.946 | 1 | 0.1% |
| 0.925 | 1 | 0.1% |
| 0.919 | 1 | 0.1% |
| 0.912 | 3 | |
| 0.911 | 2 | |
| 0.908 | 1 | 0.1% |
| 0.9 | 1 | 0.1% |
| 0.889 | 1 | 0.1% |
Energy
Real number (ℝ)
HIGH CORRELATION
| Distinct | 538 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5810682 |
| Minimum | 0.00532 |
|---|---|
| Maximum | 0.995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0.00532 |
|---|---|
| 5-th percentile | 0.2497 |
| Q1 | 0.4295 |
| median | 0.583 |
| Q3 | 0.73125 |
| 95-th percentile | 0.90565 |
| Maximum | 0.995 |
| Range | 0.98968 |
| Interquartile range (IQR) | 0.30175 |
Descriptive statistics
| Standard deviation | 0.20184424 |
|---|---|
| Coefficient of variation (CV) | 0.34736755 |
| Kurtosis | -0.57048414 |
| Mean | 0.5810682 |
| Median Absolute Deviation (MAD) | 0.151 |
| Skewness | -0.14469138 |
| Sum | 562.47402 |
| Variance | 0.040741097 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.673 | 7 | 0.7% |
| 0.528 | 7 | 0.7% |
| 0.641 | 6 | 0.6% |
| 0.644 | 6 | 0.6% |
| 0.409 | 5 | 0.5% |
| 0.56 | 5 | 0.5% |
| 0.532 | 5 | 0.5% |
| 0.708 | 4 | 0.4% |
| 0.48 | 4 | 0.4% |
| 0.492 | 4 | 0.4% |
| Other values (528) | 915 |
| Value | Count | Frequency (%) |
| 0.00532 | 1 | |
| 0.0088 | 1 | |
| 0.0264 | 1 | |
| 0.0265 | 1 | |
| 0.0751 | 1 | |
| 0.0803 | 1 | |
| 0.0809 | 1 | |
| 0.0897 | 1 | |
| 0.112 | 1 | |
| 0.116 | 1 |
| Value | Count | Frequency (%) |
| 0.995 | 2 | |
| 0.989 | 1 | |
| 0.987 | 1 | |
| 0.98 | 1 | |
| 0.979 | 1 | |
| 0.974 | 1 | |
| 0.969 | 1 | |
| 0.968 | 2 | |
| 0.961 | 1 | |
| 0.957 | 1 |
Key
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2066116 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 136 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.5717896 |
|---|---|
| Coefficient of variation (CV) | 0.68601039 |
| Kurtosis | -1.2943979 |
| Mean | 5.2066116 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.016583793 |
| Sum | 5040 |
| Variance | 12.757681 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 7 | 118 | |
| 9 | 115 | |
| 2 | 100 | |
| 5 | 95 | |
| 4 | 80 | |
| 1 | 73 | |
| 10 | 64 | |
| 11 | 64 | |
| 8 | 52 | 5.4% |
| Other values (2) | 71 |
| Value | Count | Frequency (%) |
| 0 | 136 | |
| 1 | 73 | |
| 2 | 100 | |
| 3 | 25 | 2.6% |
| 4 | 80 | |
| 5 | 95 | |
| 6 | 46 | 4.8% |
| 7 | 118 | |
| 8 | 52 | 5.4% |
| 9 | 115 |
| Value | Count | Frequency (%) |
| 11 | 64 | |
| 10 | 64 | |
| 9 | 115 | |
| 8 | 52 | |
| 7 | 118 | |
| 6 | 46 | 4.8% |
| 5 | 95 | |
| 4 | 80 | |
| 3 | 25 | 2.6% |
| 2 | 100 |
Loudness
Real number (ℝ)
HIGH CORRELATION
| Distinct | 906 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.8718998 |
| Minimum | -31.646 |
|---|---|
| Maximum | -2.34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 968 |
| Negative (%) | 100.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | -31.646 |
|---|---|
| 5-th percentile | -15.7269 |
| Q1 | -12.3585 |
| median | -9.5625 |
| Q3 | -7.108 |
| 95-th percentile | -4.6876 |
| Maximum | -2.34 |
| Range | 29.306 |
| Interquartile range (IQR) | 5.2505 |
Descriptive statistics
| Standard deviation | 3.7135008 |
|---|---|
| Coefficient of variation (CV) | -0.37616881 |
| Kurtosis | 2.7129387 |
| Mean | -9.8718998 |
| Median Absolute Deviation (MAD) | 2.586 |
| Skewness | -0.9458175 |
| Sum | -9555.999 |
| Variance | 13.790088 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -12.472 | 3 | 0.3% |
| -10.834 | 2 | 0.2% |
| -13.119 | 2 | 0.2% |
| -4.653 | 2 | 0.2% |
| -9.138 | 2 | 0.2% |
| -7.246 | 2 | 0.2% |
| -12.923 | 2 | 0.2% |
| -10.518 | 2 | 0.2% |
| -8.752 | 2 | 0.2% |
| -8.555 | 2 | 0.2% |
| Other values (896) | 947 |
| Value | Count | Frequency (%) |
| -31.646 | 1 | |
| -30 | 1 | |
| -27.103 | 1 | |
| -27.09 | 1 | |
| -26.128 | 1 | |
| -23.56 | 1 | |
| -21.657 | 1 | |
| -21.644 | 1 | |
| -20.518 | 1 | |
| -20.439 | 1 |
| Value | Count | Frequency (%) |
| -2.34 | 1 | |
| -2.515 | 1 | |
| -2.588 | 1 | |
| -2.621 | 1 | |
| -2.785 | 1 | |
| -3.081 | 1 | |
| -3.144 | 1 | |
| -3.222 | 1 | |
| -3.226 | 1 | |
| -3.471 | 1 |
Mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 968 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 233 | 24.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 233 | 24.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 233 | 24.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 968 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 233 | 24.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 968 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 233 | 24.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 968 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 735 | |
| 0 | 233 | 24.1% |
Speechiness
Real number (ℝ)
| Distinct | 453 |
|---|---|
| Distinct (%) | 46.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.060116012 |
| Minimum | 0.0232 |
|---|---|
| Maximum | 0.737 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0.0232 |
|---|---|
| 5-th percentile | 0.026735 |
| Q1 | 0.0313 |
| median | 0.03835 |
| Q3 | 0.05685 |
| 95-th percentile | 0.18065 |
| Maximum | 0.737 |
| Range | 0.7138 |
| Interquartile range (IQR) | 0.02555 |
Descriptive statistics
| Standard deviation | 0.065870831 |
|---|---|
| Coefficient of variation (CV) | 1.0957285 |
| Kurtosis | 25.283659 |
| Mean | 0.060116012 |
| Median Absolute Deviation (MAD) | 0.00955 |
| Skewness | 4.3821422 |
| Sum | 58.1923 |
| Variance | 0.0043389664 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0336 | 9 | 0.9% |
| 0.0346 | 9 | 0.9% |
| 0.0302 | 8 | 0.8% |
| 0.0287 | 8 | 0.8% |
| 0.0283 | 8 | 0.8% |
| 0.0341 | 8 | 0.8% |
| 0.0369 | 7 | 0.7% |
| 0.0282 | 7 | 0.7% |
| 0.0325 | 7 | 0.7% |
| 0.0298 | 7 | 0.7% |
| Other values (443) | 890 |
| Value | Count | Frequency (%) |
| 0.0232 | 1 | 0.1% |
| 0.0239 | 1 | 0.1% |
| 0.024 | 2 | |
| 0.0241 | 1 | 0.1% |
| 0.0243 | 2 | |
| 0.0245 | 1 | 0.1% |
| 0.0246 | 2 | |
| 0.0247 | 1 | 0.1% |
| 0.0248 | 4 | |
| 0.0249 | 3 |
| Value | Count | Frequency (%) |
| 0.737 | 1 | |
| 0.576 | 1 | |
| 0.467 | 1 | |
| 0.457 | 1 | |
| 0.452 | 1 | |
| 0.448 | 1 | |
| 0.405 | 2 | |
| 0.368 | 1 | |
| 0.364 | 1 | |
| 0.361 | 1 |
Acousticness
Real number (ℝ)
HIGH CORRELATION
| Distinct | 711 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.33346865 |
| Minimum | 2.23 × 10-5 |
|---|---|
| Maximum | 0.996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 2.23 × 10-5 |
|---|---|
| 5-th percentile | 0.005995 |
| Q1 | 0.079525 |
| median | 0.2715 |
| Q3 | 0.54325 |
| 95-th percentile | 0.8596 |
| Maximum | 0.996 |
| Range | 0.9959777 |
| Interquartile range (IQR) | 0.463725 |
Descriptive statistics
| Standard deviation | 0.27992366 |
|---|---|
| Coefficient of variation (CV) | 0.83943023 |
| Kurtosis | -0.83900503 |
| Mean | 0.33346865 |
| Median Absolute Deviation (MAD) | 0.21485 |
| Skewness | 0.59414452 |
| Sum | 322.79765 |
| Variance | 0.078357256 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.357 | 8 | 0.8% |
| 0.309 | 5 | 0.5% |
| 0.305 | 5 | 0.5% |
| 0.484 | 5 | 0.5% |
| 0.181 | 5 | 0.5% |
| 0.0185 | 4 | 0.4% |
| 0.22 | 4 | 0.4% |
| 0.524 | 4 | 0.4% |
| 0.122 | 4 | 0.4% |
| 0.81 | 4 | 0.4% |
| Other values (701) | 920 |
| Value | Count | Frequency (%) |
| 2.23 × 10-5 | 1 | |
| 0.000109 | 1 | |
| 0.000133 | 1 | |
| 0.000215 | 1 | |
| 0.000261 | 1 | |
| 0.00028 | 1 | |
| 0.000288 | 1 | |
| 0.000385 | 1 | |
| 0.000598 | 1 | |
| 0.000668 | 2 |
| Value | Count | Frequency (%) |
| 0.996 | 1 | |
| 0.994 | 1 | |
| 0.992 | 1 | |
| 0.983 | 1 | |
| 0.973 | 1 | |
| 0.971 | 1 | |
| 0.965 | 1 | |
| 0.959 | 1 | |
| 0.953 | 1 | |
| 0.95 | 1 |
Instrumentalness
Real number (ℝ)
ZEROS
| Distinct | 608 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.046306851 |
| Minimum | 0 |
|---|---|
| Maximum | 0.97 |
| Zeros | 282 |
| Zeros (%) | 29.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.025 × 10-5 |
| Q3 | 0.0027275 |
| 95-th percentile | 0.31065 |
| Maximum | 0.97 |
| Range | 0.97 |
| Interquartile range (IQR) | 0.0027275 |
Descriptive statistics
| Standard deviation | 0.16232817 |
|---|---|
| Coefficient of variation (CV) | 3.5054894 |
| Kurtosis | 18.107003 |
| Mean | 0.046306851 |
| Median Absolute Deviation (MAD) | 5.025 × 10-5 |
| Skewness | 4.2835767 |
| Sum | 44.825031 |
| Variance | 0.026350436 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 0.000122 | 4 | 0.4% |
| 1.81 × 10-6 | 4 | 0.4% |
| 0.00031 | 3 | 0.3% |
| 0.00141 | 3 | 0.3% |
| 0.000171 | 3 | 0.3% |
| 0.00014 | 3 | 0.3% |
| 1.1 × 10-6 | 2 | 0.2% |
| 0.00192 | 2 | 0.2% |
| 1.68 × 10-6 | 2 | 0.2% |
| Other values (598) | 660 |
| Value | Count | Frequency (%) |
| 0 | 282 | |
| 1 × 10-6 | 1 | 0.1% |
| 1.08 × 10-6 | 1 | 0.1% |
| 1.09 × 10-6 | 1 | 0.1% |
| 1.1 × 10-6 | 2 | 0.2% |
| 1.2 × 10-6 | 1 | 0.1% |
| 1.22 × 10-6 | 1 | 0.1% |
| 1.23 × 10-6 | 1 | 0.1% |
| 1.28 × 10-6 | 1 | 0.1% |
| 1.31 × 10-6 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0.97 | 1 | |
| 0.968 | 1 | |
| 0.963 | 1 | |
| 0.959 | 2 | |
| 0.944 | 1 | |
| 0.94 | 2 | |
| 0.92 | 1 | |
| 0.916 | 1 | |
| 0.912 | 1 | |
| 0.909 | 1 |
Liveness
Real number (ℝ)
| Distinct | 527 |
|---|---|
| Distinct (%) | 54.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17544432 |
| Minimum | 0.015 |
|---|---|
| Maximum | 0.985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0.015 |
|---|---|
| 5-th percentile | 0.048075 |
| Q1 | 0.0863 |
| median | 0.119 |
| Q3 | 0.19725 |
| 95-th percentile | 0.54125 |
| Maximum | 0.985 |
| Range | 0.97 |
| Interquartile range (IQR) | 0.11095 |
Descriptive statistics
| Standard deviation | 0.15428562 |
|---|---|
| Coefficient of variation (CV) | 0.87939936 |
| Kurtosis | 6.364303 |
| Mean | 0.17544432 |
| Median Absolute Deviation (MAD) | 0.0433 |
| Skewness | 2.3714931 |
| Sum | 169.8301 |
| Variance | 0.023804053 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.105 | 12 | 1.2% |
| 0.108 | 11 | 1.1% |
| 0.103 | 10 | 1.0% |
| 0.113 | 10 | 1.0% |
| 0.122 | 9 | 0.9% |
| 0.115 | 9 | 0.9% |
| 0.12 | 9 | 0.9% |
| 0.134 | 8 | 0.8% |
| 0.109 | 8 | 0.8% |
| 0.104 | 8 | 0.8% |
| Other values (517) | 874 |
| Value | Count | Frequency (%) |
| 0.015 | 1 | |
| 0.0166 | 1 | |
| 0.0188 | 1 | |
| 0.0199 | 1 | |
| 0.0295 | 2 | |
| 0.0309 | 1 | |
| 0.0318 | 1 | |
| 0.032 | 1 | |
| 0.0339 | 1 | |
| 0.034 | 1 |
| Value | Count | Frequency (%) |
| 0.985 | 1 | |
| 0.974 | 1 | |
| 0.962 | 1 | |
| 0.957 | 1 | |
| 0.935 | 1 | |
| 0.9 | 1 | |
| 0.892 | 1 | |
| 0.805 | 1 | |
| 0.792 | 1 | |
| 0.779 | 1 |
Valence
Real number (ℝ)
HIGH CORRELATION
| Distinct | 567 |
|---|---|
| Distinct (%) | 58.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62309639 |
| Minimum | 1 × 10-5 |
|---|---|
| Maximum | 0.989 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 1 × 10-5 |
|---|---|
| 5-th percentile | 0.1787 |
| Q1 | 0.42375 |
| median | 0.6525 |
| Q3 | 0.846 |
| 95-th percentile | 0.962 |
| Maximum | 0.989 |
| Range | 0.98899 |
| Interquartile range (IQR) | 0.42225 |
Descriptive statistics
| Standard deviation | 0.25171319 |
|---|---|
| Coefficient of variation (CV) | 0.4039715 |
| Kurtosis | -0.94357252 |
| Mean | 0.62309639 |
| Median Absolute Deviation (MAD) | 0.206 |
| Skewness | -0.39979971 |
| Sum | 603.15731 |
| Variance | 0.063359528 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.962 | 9 | 0.9% |
| 0.963 | 8 | 0.8% |
| 0.971 | 6 | 0.6% |
| 0.969 | 6 | 0.6% |
| 0.926 | 5 | 0.5% |
| 0.826 | 5 | 0.5% |
| 0.961 | 5 | 0.5% |
| 0.967 | 5 | 0.5% |
| 0.718 | 5 | 0.5% |
| 0.853 | 4 | 0.4% |
| Other values (557) | 910 |
| Value | Count | Frequency (%) |
| 1 × 10-5 | 1 | |
| 0.0346 | 1 | |
| 0.0348 | 1 | |
| 0.0385 | 1 | |
| 0.0393 | 1 | |
| 0.0397 | 1 | |
| 0.0558 | 1 | |
| 0.0589 | 1 | |
| 0.0685 | 2 | |
| 0.0791 | 1 |
| Value | Count | Frequency (%) |
| 0.989 | 1 | 0.1% |
| 0.985 | 1 | 0.1% |
| 0.981 | 1 | 0.1% |
| 0.979 | 1 | 0.1% |
| 0.978 | 1 | 0.1% |
| 0.973 | 1 | 0.1% |
| 0.972 | 1 | 0.1% |
| 0.971 | 6 | |
| 0.97 | 2 | 0.2% |
| 0.969 | 6 |
Tempo
Real number (ℝ)
| Distinct | 943 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.88992 |
| Minimum | 53.986 |
|---|---|
| Maximum | 211.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 53.986 |
|---|---|
| 5-th percentile | 79.1578 |
| Q1 | 99.972 |
| median | 117.4365 |
| Q3 | 134.00775 |
| 95-th percentile | 170.93015 |
| Maximum | 211.27 |
| Range | 157.284 |
| Interquartile range (IQR) | 34.03575 |
Descriptive statistics
| Standard deviation | 27.045684 |
|---|---|
| Coefficient of variation (CV) | 0.2274851 |
| Kurtosis | 0.39278855 |
| Mean | 118.88992 |
| Median Absolute Deviation (MAD) | 17.1265 |
| Skewness | 0.58390327 |
| Sum | 115085.44 |
| Variance | 731.46901 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102.977 | 3 | 0.3% |
| 120.157 | 2 | 0.2% |
| 166.139 | 2 | 0.2% |
| 132.642 | 2 | 0.2% |
| 95.048 | 2 | 0.2% |
| 130.166 | 2 | 0.2% |
| 85.126 | 2 | 0.2% |
| 79.764 | 2 | 0.2% |
| 103.01 | 2 | 0.2% |
| 107.383 | 2 | 0.2% |
| Other values (933) | 947 |
| Value | Count | Frequency (%) |
| 53.986 | 1 | |
| 61.53 | 1 | |
| 62.204 | 1 | |
| 63.059 | 1 | |
| 65.09 | 1 | |
| 65.832 | 1 | |
| 65.861 | 1 | |
| 67.006 | 1 | |
| 68.482 | 1 | |
| 68.69 | 1 |
| Value | Count | Frequency (%) |
| 211.27 | 1 | |
| 207.266 | 1 | |
| 205.845 | 1 | |
| 205.747 | 1 | |
| 203.812 | 1 | |
| 202.297 | 1 | |
| 202.14 | 1 | |
| 201.467 | 1 | |
| 200.813 | 1 | |
| 200.423 | 1 |
Popularity
Real number (ℝ)
ZEROS
| Distinct | 87 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.630165 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 13 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 44 |
| median | 56 |
| Q3 | 67 |
| 95-th percentile | 78 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 17.997231 |
|---|---|
| Coefficient of variation (CV) | 0.33558037 |
| Kurtosis | 0.60849401 |
| Mean | 53.630165 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.8177238 |
| Sum | 51914 |
| Variance | 323.90031 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 63 | 31 | 3.2% |
| 64 | 31 | 3.2% |
| 55 | 30 | 3.1% |
| 49 | 26 | 2.7% |
| 74 | 26 | 2.7% |
| 51 | 25 | 2.6% |
| 71 | 25 | 2.6% |
| 67 | 25 | 2.6% |
| 47 | 24 | 2.5% |
| 62 | 24 | 2.5% |
| Other values (77) | 701 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 2 | 0.2% |
| 2 | 2 | 0.2% |
| 3 | 1 | 0.1% |
| 4 | 3 | 0.3% |
| 5 | 2 | 0.2% |
| 6 | 2 | 0.2% |
| 7 | 4 | 0.4% |
| 8 | 1 | 0.1% |
| 9 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 90 | 2 | 0.2% |
| 89 | 1 | 0.1% |
| 86 | 3 | 0.3% |
| 85 | 3 | 0.3% |
| 84 | 5 | |
| 83 | 6 | |
| 82 | 4 | 0.4% |
| 81 | 9 | |
| 80 | 10 | |
| 79 | 4 | 0.4% |
Year
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1974.5713 |
| Minimum | 1970 |
|---|---|
| Maximum | 1979 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1970 |
| Q1 | 1972 |
| median | 1975 |
| Q3 | 1977 |
| 95-th percentile | 1979 |
| Maximum | 1979 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8464825 |
|---|---|
| Coefficient of variation (CV) | 0.0014415699 |
| Kurtosis | -1.2078404 |
| Mean | 1974.5713 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.021547913 |
| Sum | 1911385 |
| Variance | 8.1024629 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1973 | 100 | |
| 1978 | 99 | |
| 1977 | 99 | |
| 1976 | 99 | |
| 1974 | 98 | |
| 1979 | 98 | |
| 1975 | 97 | |
| 1972 | 97 | |
| 1971 | 93 | |
| 1970 | 88 |
| Value | Count | Frequency (%) |
| 1970 | 88 | |
| 1971 | 93 | |
| 1972 | 97 | |
| 1973 | 100 | |
| 1974 | 98 | |
| 1975 | 97 | |
| 1976 | 99 | |
| 1977 | 99 | |
| 1978 | 99 | |
| 1979 | 98 |
| Value | Count | Frequency (%) |
| 1979 | 98 | |
| 1978 | 99 | |
| 1977 | 99 | |
| 1976 | 99 | |
| 1975 | 97 | |
| 1974 | 98 | |
| 1973 | 100 | |
| 1972 | 97 | |
| 1971 | 93 | |
| 1970 | 88 |
Track_Length
Real number (ℝ)
HIGH CORRELATION
| Distinct | 56 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.166322 |
| Minimum | 2 |
|---|---|
| Maximum | 66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 12 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 36 |
| Maximum | 66 |
| Range | 64 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 9.406824 |
|---|---|
| Coefficient of variation (CV) | 0.51781664 |
| Kurtosis | 2.5238125 |
| Mean | 18.166322 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.2732516 |
| Sum | 17585 |
| Variance | 88.488337 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 58 | 6.0% |
| 13 | 57 | 5.9% |
| 12 | 55 | 5.7% |
| 15 | 54 | 5.6% |
| 19 | 43 | 4.4% |
| 11 | 43 | 4.4% |
| 18 | 42 | 4.3% |
| 16 | 42 | 4.3% |
| 14 | 41 | 4.2% |
| 17 | 38 | 3.9% |
| Other values (46) | 495 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 7 | 0.7% |
| 4 | 15 | 1.5% |
| 5 | 10 | 1.0% |
| 6 | 11 | 1.1% |
| 7 | 30 | |
| 8 | 34 | |
| 9 | 32 | |
| 10 | 58 | |
| 11 | 43 |
| Value | Count | Frequency (%) |
| 66 | 1 | 0.1% |
| 62 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 56 | 3 | |
| 55 | 1 | 0.1% |
| 54 | 1 | 0.1% |
| 52 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 49 | 1 | 0.1% |
| 48 | 1 | 0.1% |
Track_Word_Length
Real number (ℝ)
HIGH CORRELATION
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6714876 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9915886 |
|---|---|
| Coefficient of variation (CV) | 0.54244731 |
| Kurtosis | 1.7547182 |
| Mean | 3.6714876 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.0757387 |
| Sum | 3554 |
| Variance | 3.9664251 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 2 | 234 | |
| 4 | 184 | |
| 3 | 180 | |
| 5 | 105 | |
| 1 | 94 | |
| 6 | 91 | 9.4% |
| 7 | 43 | 4.4% |
| 8 | 15 | 1.5% |
| 9 | 10 | 1.0% |
| 10 | 4 | 0.4% |
| Other values (3) | 8 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 94 | |
| 2 | 234 | |
| 3 | 180 | |
| 4 | 184 | |
| 5 | 105 | |
| 6 | 91 | 9.4% |
| 7 | 43 | 4.4% |
| 8 | 15 | 1.5% |
| 9 | 10 | 1.0% |
| 10 | 4 | 0.4% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.1% |
| 12 | 3 | 0.3% |
| 11 | 4 | 0.4% |
| 10 | 4 | 0.4% |
| 9 | 10 | 1.0% |
| 8 | 15 | 1.5% |
| 7 | 43 | 4.4% |
| 6 | 91 | |
| 5 | 105 | |
| 4 | 184 |
| Distinct | 951 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
Length
| Max length | 56 |
|---|---|
| Median length | 39.5 |
| Mean length | 15.214876 |
| Min length | 0 |
Characters and Unicode
| Total characters | 14728 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 935 ? |
|---|---|
| Unique (%) | 96.6% |
Sample
| 1st row | abc |
|---|---|
| 2nd row | let |
| 3rd row | want you back |
| 4th row | cecilia |
| 5th row | spirit sky |
| Value | Count | Frequency (%) |
| you | 126 | 5.0% |
| love | 114 | 4.5% |
| get | 26 | 1.0% |
| up | 18 | 0.7% |
| just | 18 | 0.7% |
| like | 18 | 0.7% |
| woman | 17 | 0.7% |
| way | 17 | 0.7% |
| night | 17 | 0.7% |
| baby | 17 | 0.7% |
| Other values (1076) | 2143 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2586 | ||
| e | 1437 | 9.8% |
| o | 1137 | 7.7% |
| a | 897 | 6.1% |
| n | 863 | 5.9% |
| l | 754 | 5.1% |
| t | 717 | 4.9% |
| i | 710 | 4.8% |
| r | 637 | 4.3% |
| s | 618 | 4.2% |
| Other values (40) | 4372 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14728 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2586 | ||
| e | 1437 | 9.8% |
| o | 1137 | 7.7% |
| a | 897 | 6.1% |
| n | 863 | 5.9% |
| l | 754 | 5.1% |
| t | 717 | 4.9% |
| i | 710 | 4.8% |
| r | 637 | 4.3% |
| s | 618 | 4.2% |
| Other values (40) | 4372 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14728 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2586 | ||
| e | 1437 | 9.8% |
| o | 1137 | 7.7% |
| a | 897 | 6.1% |
| n | 863 | 5.9% |
| l | 754 | 5.1% |
| t | 717 | 4.9% |
| i | 710 | 4.8% |
| r | 637 | 4.3% |
| s | 618 | 4.2% |
| Other values (40) | 4372 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14728 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2586 | ||
| e | 1437 | 9.8% |
| o | 1137 | 7.7% |
| a | 897 | 6.1% |
| n | 863 | 5.9% |
| l | 754 | 5.1% |
| t | 717 | 4.9% |
| i | 710 | 4.8% |
| r | 637 | 4.3% |
| s | 618 | 4.2% |
| Other values (40) | 4372 |
Track_Language
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.1 KiB |
| ENGLISH | |
|---|---|
| GERMAN | 30 |
| FRENCH | 26 |
| SPANISH | 20 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.9421488 |
| Min length | 6 |
Characters and Unicode
| Total characters | 6720 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ENGLISH |
|---|---|
| 2nd row | GERMAN |
| 3rd row | ENGLISH |
| 4th row | SPANISH |
| 5th row | ENGLISH |
Common Values
| Value | Count | Frequency (%) |
| ENGLISH | 892 | |
| GERMAN | 30 | 3.1% |
| FRENCH | 26 | 2.7% |
| SPANISH | 20 | 2.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| english | 892 | |
| german | 30 | 3.1% |
| french | 26 | 2.7% |
| spanish | 20 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 968 | |
| E | 948 | |
| H | 938 | |
| S | 932 | |
| G | 922 | |
| I | 912 | |
| L | 892 | |
| R | 56 | 0.8% |
| A | 50 | 0.7% |
| M | 30 | 0.4% |
| Other values (3) | 72 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6720 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 968 | |
| E | 948 | |
| H | 938 | |
| S | 932 | |
| G | 922 | |
| I | 912 | |
| L | 892 | |
| R | 56 | 0.8% |
| A | 50 | 0.7% |
| M | 30 | 0.4% |
| Other values (3) | 72 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6720 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 968 | |
| E | 948 | |
| H | 938 | |
| S | 932 | |
| G | 922 | |
| I | 912 | |
| L | 892 | |
| R | 56 | 0.8% |
| A | 50 | 0.7% |
| M | 30 | 0.4% |
| Other values (3) | 72 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6720 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 968 | |
| E | 948 | |
| H | 938 | |
| S | 932 | |
| G | 922 | |
| I | 912 | |
| L | 892 | |
| R | 56 | 0.8% |
| A | 50 | 0.7% |
| M | 30 | 0.4% |
| Other values (3) | 72 | 1.1% |
| Acousticness | Danceability | Duration | Energy | Instrumentalness | Key | Liveness | Loudness | Mode | Popularity | Speechiness | Tempo | Time_Signature | Track_Language | Track_Length | Track_Word_Length | Valence | Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Acousticness | 1.000 | -0.249 | -0.168 | -0.562 | -0.035 | 0.038 | 0.057 | -0.369 | 0.139 | -0.119 | -0.187 | -0.105 | 0.185 | 0.000 | 0.143 | 0.138 | -0.210 | -0.115 |
| Danceability | -0.249 | 1.000 | -0.014 | 0.207 | -0.014 | 0.008 | -0.225 | 0.073 | 0.091 | 0.095 | 0.232 | -0.113 | 0.143 | 0.000 | -0.115 | -0.116 | 0.529 | 0.121 |
| Duration | -0.168 | -0.014 | 1.000 | 0.025 | 0.180 | 0.053 | -0.047 | -0.047 | 0.014 | 0.125 | -0.041 | -0.027 | 0.000 | 0.061 | -0.021 | -0.039 | -0.062 | 0.162 |
| Energy | -0.562 | 0.207 | 0.025 | 1.000 | 0.002 | -0.050 | 0.058 | 0.654 | 0.065 | 0.079 | 0.328 | 0.147 | 0.171 | 0.000 | -0.092 | -0.106 | 0.394 | 0.007 |
| Instrumentalness | -0.035 | -0.014 | 0.180 | 0.002 | 1.000 | 0.030 | -0.080 | -0.177 | 0.105 | 0.004 | -0.079 | -0.053 | 0.117 | 0.090 | -0.012 | -0.023 | -0.006 | -0.008 |
| Key | 0.038 | 0.008 | 0.053 | -0.050 | 0.030 | 1.000 | 0.069 | -0.074 | 0.205 | -0.043 | -0.001 | -0.018 | 0.000 | 0.029 | 0.046 | 0.052 | -0.019 | -0.041 |
| Liveness | 0.057 | -0.225 | -0.047 | 0.058 | -0.080 | 0.069 | 1.000 | 0.079 | 0.025 | -0.027 | 0.025 | -0.020 | 0.019 | 0.040 | 0.029 | 0.028 | -0.141 | -0.008 |
| Loudness | -0.369 | 0.073 | -0.047 | 0.654 | -0.177 | -0.074 | 0.079 | 1.000 | 0.000 | 0.161 | 0.154 | 0.067 | 0.414 | 0.051 | -0.149 | -0.135 | 0.031 | 0.035 |
| Mode | 0.139 | 0.091 | 0.014 | 0.065 | 0.105 | 0.205 | 0.025 | 0.000 | 1.000 | 0.083 | 0.042 | 0.000 | 0.051 | 0.000 | 0.000 | 0.033 | 0.000 | 0.066 |
| Popularity | -0.119 | 0.095 | 0.125 | 0.079 | 0.004 | -0.043 | -0.027 | 0.161 | 0.083 | 1.000 | 0.023 | 0.021 | 0.053 | 0.000 | -0.404 | -0.352 | -0.031 | 0.136 |
| Speechiness | -0.187 | 0.232 | -0.041 | 0.328 | -0.079 | -0.001 | 0.025 | 0.154 | 0.042 | 0.023 | 1.000 | 0.127 | 0.000 | 0.091 | -0.145 | -0.131 | 0.092 | -0.055 |
| Tempo | -0.105 | -0.113 | -0.027 | 0.147 | -0.053 | -0.018 | -0.020 | 0.067 | 0.000 | 0.021 | 0.127 | 1.000 | 0.126 | 0.036 | -0.053 | -0.057 | 0.066 | 0.033 |
| Time_Signature | 0.185 | 0.143 | 0.000 | 0.171 | 0.117 | 0.000 | 0.019 | 0.414 | 0.051 | 0.053 | 0.000 | 0.126 | 1.000 | 0.000 | 0.000 | 0.000 | 0.169 | 0.035 |
| Track_Language | 0.000 | 0.000 | 0.061 | 0.000 | 0.090 | 0.029 | 0.040 | 0.051 | 0.000 | 0.000 | 0.091 | 0.036 | 0.000 | 1.000 | 0.187 | 0.129 | 0.000 | 0.023 |
| Track_Length | 0.143 | -0.115 | -0.021 | -0.092 | -0.012 | 0.046 | 0.029 | -0.149 | 0.000 | -0.404 | -0.145 | -0.053 | 0.000 | 0.187 | 1.000 | 0.917 | 0.041 | -0.064 |
| Track_Word_Length | 0.138 | -0.116 | -0.039 | -0.106 | -0.023 | 0.052 | 0.028 | -0.135 | 0.033 | -0.352 | -0.131 | -0.057 | 0.000 | 0.129 | 0.917 | 1.000 | 0.015 | -0.038 |
| Valence | -0.210 | 0.529 | -0.062 | 0.394 | -0.006 | -0.019 | -0.141 | 0.031 | 0.000 | -0.031 | 0.092 | 0.066 | 0.169 | 0.000 | 0.041 | 0.015 | 1.000 | -0.034 |
| Year | -0.115 | 0.121 | 0.162 | 0.007 | -0.008 | -0.041 | -0.008 | 0.035 | 0.066 | 0.136 | -0.055 | 0.033 | 0.035 | 0.023 | -0.064 | -0.038 | -0.034 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Track | Artist | Duration | Time_Signature | Danceability | Energy | Key | Loudness | Mode | Speechiness | Acousticness | Instrumentalness | Liveness | Valence | Tempo | Popularity | Year | Track_Length | Track_Word_Length | Track Transformed | Track_Language | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | abc | The Jackson 5 | 162 | 4 | 0.682 | 0.926 | 3 | -2.515 | 0 | 0.0607 | 0.040400 | 0.000000 | 0.1900 | 0.860 | 105.969 | 81 | 1970 | 3 | 1 | abc | ENGLISH |
| 1 | let it be | The Beatles | 243 | 4 | 0.443 | 0.403 | 0 | -8.339 | 1 | 0.0322 | 0.631000 | 0.000000 | 0.1110 | 0.410 | 143.462 | 78 | 1970 | 9 | 3 | let | GERMAN |
| 2 | i want you back | The Jackson 5 | 176 | 4 | 0.469 | 0.538 | 8 | -13.559 | 1 | 0.0575 | 0.305000 | 0.000114 | 0.3700 | 0.885 | 196.606 | 78 | 1970 | 15 | 4 | want you back | ENGLISH |
| 3 | cecilia | Simon & Garfunkel | 174 | 4 | 0.755 | 0.876 | 0 | -8.867 | 1 | 0.0362 | 0.357000 | 0.000005 | 0.2200 | 0.954 | 102.762 | 76 | 1970 | 7 | 1 | cecilia | SPANISH |
| 4 | spirit in the sky | Norman Greenbaum | 242 | 4 | 0.609 | 0.617 | 9 | -7.091 | 1 | 0.0307 | 0.099400 | 0.004040 | 0.1180 | 0.543 | 128.903 | 75 | 1970 | 17 | 4 | spirit sky | ENGLISH |
| 5 | love grows (where my rosemary goes) | Edison Lighthouse | 174 | 4 | 0.568 | 0.824 | 9 | -4.613 | 1 | 0.0299 | 0.403000 | 0.000000 | 0.0855 | 0.753 | 108.625 | 73 | 1970 | 35 | 6 | love grows where rosemary goes | ENGLISH |
| 6 | the letter | Joe Cocker | 91 | 4 | 0.721 | 0.496 | 8 | -6.296 | 1 | 0.0645 | 0.140000 | 0.000101 | 0.1020 | 0.180 | 81.499 | 72 | 1970 | 10 | 2 | letter | ENGLISH |
| 7 | the house of the rising sun | Frijid Pink | 271 | 3 | 0.295 | 0.584 | 9 | -6.696 | 0 | 0.0345 | 0.000385 | 0.218000 | 0.0996 | 0.228 | 117.200 | 71 | 1970 | 27 | 6 | house rising sun | ENGLISH |
| 8 | fire and rain | James Taylor | 203 | 4 | 0.597 | 0.271 | 5 | -17.293 | 1 | 0.0394 | 0.766000 | 0.011900 | 0.0933 | 0.338 | 76.271 | 71 | 1970 | 13 | 3 | fire rain | ENGLISH |
| 9 | in the summertime | Mungo Jerry | 211 | 4 | 0.754 | 0.449 | 4 | -14.013 | 1 | 0.0615 | 0.724000 | 0.000000 | 0.1620 | 0.973 | 82.751 | 71 | 1970 | 17 | 3 | summertime | ENGLISH |
| Track | Artist | Duration | Time_Signature | Danceability | Energy | Key | Loudness | Mode | Speechiness | Acousticness | Instrumentalness | Liveness | Valence | Tempo | Popularity | Year | Track_Length | Track_Word_Length | Track Transformed | Track_Language | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 969 | a little more love | Olivia Newton-John | 207 | 4 | 0.717 | 0.414 | 8 | -14.855 | 1 | 0.0364 | 0.02900 | 0.009440 | 0.0865 | 0.494 | 100.178 | 39 | 1979 | 18 | 4 | little more love | ENGLISH |
| 970 | in the navy | Village People | 225 | 4 | 0.759 | 0.889 | 7 | -10.592 | 0 | 0.0502 | 0.12500 | 0.000000 | 0.0410 | 0.886 | 126.201 | 38 | 1979 | 11 | 3 | navy | ENGLISH |
| 971 | mama can’t buy you love | Elton John | 244 | 4 | 0.529 | 0.432 | 5 | -14.245 | 1 | 0.0333 | 0.52400 | 0.000000 | 0.1150 | 0.555 | 94.382 | 36 | 1979 | 23 | 5 | mama can’t buy you love | ENGLISH |
| 972 | goodnight tonight | Paul McCartney & Wings | 260 | 4 | 0.748 | 0.683 | 1 | -9.885 | 0 | 0.0466 | 0.05660 | 0.000639 | 0.0809 | 0.943 | 123.385 | 35 | 1979 | 17 | 2 | goodnight tonight | ENGLISH |
| 973 | we’ve got tonight | Bob Seger & The Silver Bullet Band | 215 | 4 | 0.379 | 0.387 | 8 | -9.283 | 1 | 0.0278 | 0.75700 | 0.000000 | 0.1030 | 0.222 | 61.530 | 26 | 1979 | 17 | 3 | got tonight | ENGLISH |
| 975 | he’s the greatest dancer | Sister Sledge | 375 | 4 | 0.700 | 0.815 | 7 | -9.711 | 0 | 0.0440 | 0.00115 | 0.001240 | 0.0901 | 0.837 | 113.245 | 14 | 1979 | 24 | 4 | greatest dancer | ENGLISH |
| 976 | don’t cry out loud | Melissa Manchester | 135 | 4 | 0.298 | 0.252 | 0 | -8.950 | 1 | 0.0339 | 0.90100 | 0.000009 | 0.1270 | 0.193 | 90.955 | 9 | 1979 | 18 | 4 | cry out loud | ENGLISH |
| 977 | when you’re in love with a beautiful woman | Dr. Hook | 174 | 4 | 0.665 | 0.663 | 8 | -11.367 | 1 | 0.0386 | 0.48500 | 0.006820 | 0.1570 | 0.792 | 110.656 | 7 | 1979 | 42 | 8 | love beautiful woman | ENGLISH |
| 978 | i’ll never love this way again | Dionne Warwick | 178 | 4 | 0.452 | 0.434 | 8 | -8.870 | 1 | 0.0399 | 0.79200 | 0.013900 | 0.1650 | 0.247 | 137.702 | 5 | 1979 | 30 | 6 | never love way again | ENGLISH |
| 979 | dim all the nights | Donna Summer | 248 | 4 | 0.758 | 0.540 | 7 | -10.911 | 1 | 0.0385 | 0.05510 | 0.000000 | 0.0343 | 0.661 | 121.581 | 0 | 1979 | 18 | 4 | dim all nights | ENGLISH |